This document provides an overview of unit testing and mocking frameworks. It discusses why we unit test and mock, defines common mocking terminology like mocks, stubs and dummies. It then provides an introduction to the Mockito mocking framework, including its syntax and limitations. Examples are provided to demonstrate mocking with Mockito for a user report generation system.
Demonstrate some great aspects of Mockito. Made for Mockito v1.8.5.
All examples can be found @
https://github.com/dodozhang21/MockitoExamples
Ying Zhang (Dodo) http://pure-essence.net
Demonstrate some great aspects of Mockito. Made for Mockito v1.8.5.
All examples can be found @
https://github.com/dodozhang21/MockitoExamples
Ying Zhang (Dodo) http://pure-essence.net
Mockito vs JMockit, battle of the mocking frameworksEndranNL
(Original keynote slides can be found at https://github.com/Endran/PublicSlides)
For years the industry standard of mocking on the JVM has been Mockito. Mockito is a wonderful library that really speeds up your testing by allowing you to create mocks in a very simple way. That being said, it does have its drawbacks, for which different strategies need to be deployed to keep your code testable. The main drawbacks are statics and finals. Final classes cannot be mocked, nor final methods, and also static methods are a no-go. To work with these type of things we need to wrap it, and copy the signature in a non final, non static way.
I have a great adversity against statics, I've devoted an entire post about it, in short; It hides dependencies and brings so little convenience at the costs of its drawbacks. Finals on the other hand have purpose, it helps messaging the goal of a class or method. Java is one of the few languages where classes and methods are open/virtual by default and have to be closed/final by explicit action. In (for example) Kotlin, everything is final by default, if you do not want something to be final, you should use the open keyword.
No matter if you follow the principle of making things final, static or not, if you are using Mockito the decision has been made. This mocking framework demands that everything is non-final, demands that everything is designed to be extended, since it might need to be mocked away. We should be able to improve upon this, and by the name of this post, you should be able to guess which framework will save the day. JMockit will help us with our impediments, and will give some other nifty benefits as well!
Mastering Mock Objects - Advanced Unit Testing for JavaDenilson Nastacio
A high-level description of mock testing techniques and their implementation for the Java programming language.
This presentation specifically focus on the JMockit and JMock frameworks.
INtelligrape Provides agile tsolution to programming quesries. With its team of experienced software programmers, we are capablle of working on various languages.
Spock testing gives you the option of testing your grails application with accurate results.
The tutorial includes a Testing overview, understanding how unit Testing works, brief about Spock Unit Testing, Writing Unit test cases, Demo & exercise. The tutorial begins with a section which gives an overview on Testing. It includes the reason to test a program, a way of thinking about testing and also includes integral development through testing like unit testing, integration testing, functional testing, acceptance testing. The overview section is followed by the Understanding section. It includes understanding unit testing, disadvantages of unit testing like test cases, advantages of unit testing like facilitating changes, simplifying integration, evolving design etc.
Afterward comes a section about Spock Testing. It includes a brief about Spock Testing, basics about Spock Testing, specifications of Spock Testing. The next section is a brief about Unit test cases. It includes Writing Unit test cases like fields like declarations, fixture methods for setting up the environment, blocks like setup, expect, where, expert block and an example.
The last section of this tutorial is about the exercises on Testing. This section can also be called Data driven Testing and includes data tabes which are a feature method, data pipes which connect a data variable to a data provider, @unroll which has its iterations reported independently, exception conditions which tell us about when a block should throw an exception, mocking which is used for implementing objects, test mixins which enhance the behavior of a typical JUNIT, test for annotations which is a class under test, mock annotations which create a mock version of any collaborators, cardinality describes how often a method call is expected and at last stubbing which is an act to respond to the method calls.
This workshop is about testing the right way. Get a clear view on how to test your code in an efficient and useful way!
This first testing-related workshop is about all aspects of unit testing. Integration testing and TDD will have their own dedicated workshops.
Mockito vs JMockit, battle of the mocking frameworksEndranNL
(Original keynote slides can be found at https://github.com/Endran/PublicSlides)
For years the industry standard of mocking on the JVM has been Mockito. Mockito is a wonderful library that really speeds up your testing by allowing you to create mocks in a very simple way. That being said, it does have its drawbacks, for which different strategies need to be deployed to keep your code testable. The main drawbacks are statics and finals. Final classes cannot be mocked, nor final methods, and also static methods are a no-go. To work with these type of things we need to wrap it, and copy the signature in a non final, non static way.
I have a great adversity against statics, I've devoted an entire post about it, in short; It hides dependencies and brings so little convenience at the costs of its drawbacks. Finals on the other hand have purpose, it helps messaging the goal of a class or method. Java is one of the few languages where classes and methods are open/virtual by default and have to be closed/final by explicit action. In (for example) Kotlin, everything is final by default, if you do not want something to be final, you should use the open keyword.
No matter if you follow the principle of making things final, static or not, if you are using Mockito the decision has been made. This mocking framework demands that everything is non-final, demands that everything is designed to be extended, since it might need to be mocked away. We should be able to improve upon this, and by the name of this post, you should be able to guess which framework will save the day. JMockit will help us with our impediments, and will give some other nifty benefits as well!
Mastering Mock Objects - Advanced Unit Testing for JavaDenilson Nastacio
A high-level description of mock testing techniques and their implementation for the Java programming language.
This presentation specifically focus on the JMockit and JMock frameworks.
INtelligrape Provides agile tsolution to programming quesries. With its team of experienced software programmers, we are capablle of working on various languages.
Spock testing gives you the option of testing your grails application with accurate results.
The tutorial includes a Testing overview, understanding how unit Testing works, brief about Spock Unit Testing, Writing Unit test cases, Demo & exercise. The tutorial begins with a section which gives an overview on Testing. It includes the reason to test a program, a way of thinking about testing and also includes integral development through testing like unit testing, integration testing, functional testing, acceptance testing. The overview section is followed by the Understanding section. It includes understanding unit testing, disadvantages of unit testing like test cases, advantages of unit testing like facilitating changes, simplifying integration, evolving design etc.
Afterward comes a section about Spock Testing. It includes a brief about Spock Testing, basics about Spock Testing, specifications of Spock Testing. The next section is a brief about Unit test cases. It includes Writing Unit test cases like fields like declarations, fixture methods for setting up the environment, blocks like setup, expect, where, expert block and an example.
The last section of this tutorial is about the exercises on Testing. This section can also be called Data driven Testing and includes data tabes which are a feature method, data pipes which connect a data variable to a data provider, @unroll which has its iterations reported independently, exception conditions which tell us about when a block should throw an exception, mocking which is used for implementing objects, test mixins which enhance the behavior of a typical JUNIT, test for annotations which is a class under test, mock annotations which create a mock version of any collaborators, cardinality describes how often a method call is expected and at last stubbing which is an act to respond to the method calls.
This workshop is about testing the right way. Get a clear view on how to test your code in an efficient and useful way!
This first testing-related workshop is about all aspects of unit testing. Integration testing and TDD will have their own dedicated workshops.
This is an introduction to unit testing using various mocking frameworks. It covers why you should consider using a mocking framework, how to apply mocks in your unit testing, and a high level comparison of various tools for mocking/stub creation. The distinction between mocks and stubs is clearly defined.
Unit tests give developers and testers a quick way to look for logic errors in the methods of classes in Visual C#, Visual Basic, and Visual C++ projects. A unit test can be created one time and run every time that source code is changed to make sure that no bugs are introduced.
Microsoft Fakes help you isolate the code you are testing by replacing other parts of the application with substitute code. These substitutes are called stubs and shims and are under the control of your tests. Microsoft Fakes is ideal when you need to test legacy or “legacy” code that is either restricted for refactoring or “refactoring” practically means rewriting and cost you a lot.
A brief introduction about the art of unit test, how to test a class, mock a collaborator and use a fake database. TDD is introduced. Code for exercises is available on github along with a detailed explanation. Examples and exercises are written in Java.
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 3
Mocking with Mockito
1. PAUL CHURCHWARD
SENIOR CONSULTANT, CAPITAL MARKETS PRACTICE - TORONTO
What the
Mockito?
Mocking with Mockito …
The Java mocking framework for unit testing
2. Why we (unit) test
What is mocking
Why we mock
How to mock
3. Why we (unit) test
Verify logic works as intended
Simulate how code behaves under different circumstances (e.g. negative testing)
Ensure logic continues to works as designed after you’ve written it
4. I wish I wrote a (unit) test!
Consider this example …
You write a report for another system to consume and the columns must be
in alphabetical order.
public void generateReport()
{
List<String> columns = columnFactory.getColumns();
FooBarReport report = reportService.generateReport(ReportType.FooBar);
writeReportToDisk(report);
}
Output:
FooBar Report
2015-03-18 13:00
================
A|B|C|D|E|F
2|6|2|4|2|6
1|3|5|9|11|
==
2 rows
5. I wish I wrote a (unit) test!
… 5 months later a change is made to ColumnFactory to spit out columns in
reverse alphabetical order and is pushed to production.
Your report now looks like this:
Output:
FooBar Report
2015-08-18 13:00
================
F|E|D|C|B|A
6|2|4|2|6|2
|11|9|5|3|1
==
2 rows
... The system consuming this report fails to read it and blows up in production.
6. What is mocking?
Mock objects are used in unit testing to simulate the behaviour of real objects.
Sometimes you want to modify the behaviour of a class during a unit test.
This is why you use mocks e.g: providing canned responses to methods or verifying that
a method was invoked the expected number of times.
Different types of mocks exist for different uses: mocks, stubs, and dummies
7. Mocking nomenclature
System Under Test:
The class you are testing the behaviour of.
Collaborator:
A dependent class that is needed for the system under test to execute properly. We are not interested in testing the behaviour of the collaborator. We are interested in testing how the system under test
interacts with the collaborator.
Dummy Mock:
An object that is only used to fulfil the contract of an API and never actually used. Similar to an empty shell. Method invocations on the object do not cause any sate change; in essence they do nothing.
Mock:
Very confusing term! Similar to a dummy, a mock does not have a working implementation. It is used to verify that API calls are executed on a collaborator as expected; meaning the correct number of
times (or not at all) and with the correct parameters. We will call this a verify mock for simplicity.
Stub:
A stub provides canned responses when invoked.
For example: To test how an order-placing-service behaves when the stock-checking-service shows the item is out of stock, you can stub of the stock-checking-service to always return 0 items in stock. A
stub gives you the ability to setup canned responses during unit tests without having to put test code in production classes.
Partial Mock:
A partial mock invokes the real methods of an object by default, unless they are stubbed. This should be used rarely; the need for this is a code smell and should be refactored.
8. Why we mock
Mocking makes testing easier by giving us tools to make more powerful tests. Without
mocking, we would have to add these tools to production classes.
Typical cases for mocking:
Verifying that a method was called the correct number of times (or not at all).
Providing canned responses to verify they are handled correctly.
Speeding up test execution by creating dummies for collaborator objects that will not affect
the result of the test.
e.g: DAO classes, classes writing to file system
9. Mockito Syntax
Test class needs to be annotated with
@RunWith(MockitoJUnitRunner.class)
This initializes the mocks declared in the test class before each test case is run.
There are other ways to initialize mocks, but this is the preferred way.
Verify-mocks, stubs and dummies are created via the @Mock annotation
@Mock
private OrdersDAO mockedOrderDAO;
No implementation needs to be provided. Mockito magic will handle that. Invoking methods on it will not affect the state of the object.
You can use this mock to verify that methods are invoked the expected number of times and with the correct arguments.
aRealObject.doSomething(mockedOrderDAO);
//verify getOrders() on the DAO is invoked once by aRealObject.doSomething()
Mockito.verify(mockedOrderDao, Mockito.times(1)).getOrders();
You can stub methods on this mocked object to provide canned responses.
//When getOrders() is invoked by aRealObject.doSomething(), return a canned list of results. Don’t talk to the DB
when(mockedOrderDAO.getOrders()).thenReturn(fetchCannedListOfOrders());
aRealObject.doSomething(mockedOrderDAO);
10. Partial Mocking / Code Smell
Partial mocks allow real methods of an object to be invoked unless they are explicitly stubbed.
Mockito accomplishes this with the @Spy annotation
@Spy
//Note you need to provide an implementation, unlike when using @Mock
private OrderService orderService = new OrderService();
As it is now, invoking any method on oderService will call the real method.
We can stub a method on the partially mocked object to provide a canned response. Calls to the getOrders() method will not be forwarded to the
real getOrders() method.
doReturn(fetchCannedOrders()).when(orderService).getOrders();
Partial mocks are generally indicative of a code smell. The standard approach to mocking is to mock or stub collaborators and test how
the system under test interacts with them, while not mocking any part of the system under test.
The need to stub or mock parts of the system under test or call real methods on a collaborator are highly unusual and screams refactor
me.
You will find these cases usually break the single responsibility principle. Following this principle makes unit testing much easier.
11. Mockito Limitations
Cannot mock or stub static methods
Cannot mock or stub final methods, it will silently call the real method
Cannot mock or stub private methods
Cannot stub or verify a shared instance of a mock in different threads
Cannot stub equals() or hashcode() – nor should you want to!
These are all reasonable constraints. If you find yourself needing to do any of these,
rethink your code.
12. Mocking examples
Let’s walk through examples of using Mockito to write unit tests for a user report system.
Tests include:
A happy path through the ReportFactory class, ensuring the report is generated correctly
Ensuing the report is generated correctly for users with uncommon properties (e.g.: no manager)
Ensure the report is written to the database
*As this is a unit test, we will mock out the database layer and just ensure the ReportGenerator calls the appropriate DAO
method
Samples Here:
https://www.dropbox.com/sh/crn7v3crzoa3p0n/AAC0m6H_wLawiRU0NvieFgPMa?dl=0
13. Additional Resources
Mocks aren’t stubs – Martin Fowler
http://martinfowler.com/articles/mocksArentStubs.html
Mockito API
http://docs.mockito.googlecode.com/hg/org/mockito/Mockito.html
Mockito tag on StackOverflow
http://stackoverflow.com/questions/tagged/mockito
Editor's Notes
Don’t want to mock the class you are testing but you may want to mock objects it uses to do its work.